Linear response for machine-learned interatomic potentials: phonons at arbitrary wave vectors from the primitive cell

Phonon calculations with machine-learned interatomic potentials are almost exclusively performed with finite displacements in supercells, an approach that is exact only at wave vectors commensurate with the supercell and whose error depends on the range of the force constants. In message-passing net